Incorporating Prior Knowledge in Deep Learning Models via Pathway Activity Autoencoders.
Pedro Henrique da Costa AvelarMin WuSophia TsokaPublished in: CoRR (2023)
Keyphrases
- learning models
- incorporating prior knowledge
- prior knowledge
- machine learning
- learning algorithm
- loss function
- semi supervised learning
- machine learning algorithms
- denoising
- learning tasks
- conditional random fields
- classification models
- learning problems
- machine learning models
- deep belief networks
- labeled data
- hidden markov models
- deep learning
- image processing
- text mining
- active learning
- training data
- face recognition
- sparse metric learning